Definitions are formed as totally recursive functions, the system makes extensive use of rewriting and an induction heuristic that is used when rewriting and something that they called symbolic evaluation fails. The system was built on top of Lisp and had some very basic knowledge in what was called "Ground-zero", the state of the machine after bootstrapping it onto a Common Lisp implementation. This is an example of the proof of a simple arithmetic theorem. The function is part of the and is defined to be
0 ))
Theorem formulation
The formulation of the theorem is also given in a Lisp-like syntax:
))
Should the theorem prove to be true, it will be added to the knowledge basis of the system and can be used as a rewrite rule for future proofs. The proof itself is given in a quasi-natural language manner. The authors randomly choose typical mathematical phrases for embedding the steps in the mathematical proof, which does actually make the proofs quite readable. There are macros for LaTeX that can transform the Lisp structure into more or less readable mathematical language. The proof of the commutativity of times continues: Give the conjecture the name *1. We will appeal to induction. Two inductions are suggested by terms in the conjecture, both of which are flawed. We limit our consideration to the two suggested by the largest number of nonprimitive recursive functions in the conjecture. Since both of these are equally likely, we will choose arbitrarily. We will induct according to the following scheme: )
)). Linear arithmetic, the lemma COUNT-NUMBERP, and the definition of ZEROP inform us that the measure decreases according to the well-founded relation LESSP in each induction step of the scheme. The above induction scheme produces the following two new conjectures: Case 2. )). and after winding itself through a number of induction proofs, finally concludes that Case 1. ) ). This simplifies, expanding the definitions of ZEROP, TIMES, PLUS, and EQUAL, to: T. That finishes the proof of *1.1, which also finishes the proof of *1. Q.E.D.
COMMUTATIVITY-OF-TIMES
Proofs
Many proofs have been done or confirmed with the system, particularly
A more powerful version, called PC-Nqthm was developed by Matt Kaufmann. This gave the proof tools that the system uses automatically to the user, so that more guidance can be given to the proof. This is a great help, as the system has an unproductive tendency to wander down infinite chains of inductive proofs.
Literature
A Computational Logic Handbook, R.S. Boyer and J S. Moore, Academic Press, 1997.